deletions | additions       diff --git a/However_the_previous_definitions_are__.tex b/However_the_previous_definitions_are__.tex  index 263542c..05d3b00 100644  --- a/However_the_previous_definitions_are__.tex  +++ b/However_the_previous_definitions_are__.tex 
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The amount of information a random variable shared with itself is simply the entropy of $X$.  \item $MI(X,Y) \leq S(X),$  $MI(X,Y) \leq S(Y) $  The amount of information shared by two random variable cannot be greater than the information contained in one of those single one random variables.